Scaling Homomorphic Applications in Deployment

Marinelli, Ryan, Chowdhury, Angelica

arXiv.org Artificial Intelligence 

In this endeavor, a proof-of-concept homomorphic application is developed to determine the production readiness of encryption ecosystems. A movie recommendation app is implemented for this purpose and productionized through containerization and orchestration. By tuning deployment configurations, the computational limitations of Fully Homomorphic Encryption (FHE) are mitigated through additional infrastructure optimizations.

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